IMAGE PROCESSING METHODS AND AI ALGORITHMS: AN IN-DEPTH ANALYSIS

The fusion of image processing and artificial intelligence (AI) has revolutionized the field of computer vision, enabling complex visual tasks across domains like autonomous driving, medical diagnostics, and security surveillance. Image processing techniques, combined with machine learning and AI algorithms, provide powerful tools for extracting insights from visual data. This article examines various image processing methods, AI algorithms, and their combined applications. We explore preprocessing, feature extraction, and the evolution of AI algorithms in image processing, while also highlighting the challenges faced and prospective trends in this field.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2024-11-20
DOI
https://doi.org/10.5281/zenodo.14192297
Primary Topic
Bioactive Compounds and Antitumor Agents
Type
article
Field-Weighted Citation Impact
0.00
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article

IMAGE PROCESSING METHODS AND AI ALGORITHMS: AN IN-DEPTH ANALYSIS

Zenodo (CERN European Organization for Nuclear Research)
Bioactive Compounds and Antitumor Agents
article

IMAGE PROCESSING METHODS AND AI ALGORITHMS: AN IN-DEPTH ANALYSIS

article en

Abstract

The fusion of image processing and artificial intelligence (AI) has revolutionized the field of computer vision, enabling complex visual tasks across domains like autonomous driving, medical diagnostics, and security surveillance. Image processing techniques, combined with machine learning and AI algorithms, provide powerful tools for extracting insights from visual data. This article examines various image processing methods, AI algorithms, and their combined applications. We explore preprocessing, feature extraction, and the evolution of AI algorithms in image processing, while also highlighting the challenges faced and prospective trends in this field.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 58%
Bioactive Compounds and Antitumor Agents
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IMAGE PROCESSING METHODS AND AI ALGORITHMS: AN IN-DEPTH ANALYSIS · Zenodo (CERN European Organization for Nuclear Research) (2024) | TGRS Research Map | TGRS